Fatima Rani

Wissenschaftliche Mitarbeiterin © Wissenschaftliche Mitarbeiterin

Wissenschaftliche Mitarbeiterin

Name

Engr. Fatima Rani (M.Sc. SWE)

ecoKI + Data Science + edge-MLOps

Send email
Organization Name

Professur für Prozessleittechnik Arbeitsgruppe Systemverfahrenstechnik

Professur für Prozessleittechnik Arbeitsgruppe Systemverfahrenstechnik

Address work

Visiting address:

Barkhausenbau, BAR-E16, Helmholtzstraße 18

01069 Dresden

Show map of this location.

work Tel.

Office hours:

Monday to Friday:
08:00 - 17:00

Team

Smart Architecture

Project

Project Description

Project Website

Research Interests

  • Generative & Edge AI (Artificial Intelligence)
  • Edge AI prototype for Industrial Process
  • MLOps - Machine Learning in Operations
  • Data Engineering & Data Science
  • Model-Based Software Engineering
  • Smart Architectures

  • ecoKI - Industry Automation Usecase

  • Energy & Cost Efficient Solutions for Small and Medium-sized Enterprises (SMEs)

Curriculum Vitae

Timeline   

Activities

Present - Dec. 2021

Research Associate                                                                                             Chair of Process Control Systems and Process Systems Engineering, Prof. Urbas, TU Dresden, Germany
Jan. 2021 -Sep. 2019  Researcher & Analyst                                                                                          UGROUND GLOBAL, S.L, Madrid, Spain
Jan. 2021 -Sep. 2019 

Researcher                                                                                                Research Group: Modelling & Software Engineering
Research Group                                                                              Universidad Autónoma de Madrid, Spain                                                     Award & Honor:  European Union’s Horizon 2020 research and innovation program under the Marie Skłodowska-Curie                          
Aug. 2019 - Feb. 2019  Lecturer (Computer Sciences)                                                                  Bahria University, Islamabad, Pakistan
Aug. 2019 - Feb. 2018  Lecturer (Computer Sciences & Software Engineering)                              Army Public College of Management & Sciences (APCOMS) Rawalpindi, Pakistan
Aug.2016 -Aug. 2012 

Master's Degree in Software Engineering                                                    University of Engineering and Technology Taxila, Pakistan                       Dissertation:  "Robust Real-Time Video Streaming Analysis Algorithm for Situation Awareness through Hand Gestures"                                       Award & Honor: PEC M.Sc. Merit Scholarship, Laptop & cash prize
Nov.2017 -Dec. 2011  ICT Consultant                                                                                                    Asif & Umar Associates. Pvt Limited, Rawalpindi, Pakistan
Mar.2010-Jan. 2007 

IT Engineer                                                                                                 Defense Science and Technology Organization (DESTO), Chaklala Cantt, Rawalpindi, Pakistan                                                                                    Award & Honor:                                                                                           * Best Scientist of the Year (2008-2010) Cash prize                         *HONORARIUM (2009) Cash prize
Jul.2005-Jun. 2005 

Lecturer – “ICS”                                                                                                    Community Model Girls Higher Sec. School Rawalpindi, Pakistan               Award & Honor:  Volunteer work for young female students who want to study Computer Science
Jul.2004-Jun. 2004  Internship                                                                                                        Fauji Foundation Head Office Rawalpindi, Pakistan
Jun.2006-Feb. 2002 

Bachelor's Degree in Software Engineering                                         Fatima Jinnah Women University, The Mall, Rawalpindi, Pakistan Dissertation:  "Video-Based Effective Density Measurement for Wireless Traffic Control Application"                                                                        Award & Honor:                                                                                                    *  3rd Prize (Cash Prize & Honorary Plaque) in the Category of Engineering/Interfacing, 5th All Pakistan Inter College/University Software Competition and Exhibition, COMPPEC EME- (NUST).                     * HEC overseas Ph.D. scholarships for females (Phase-II) in the 2009/2010 scheme. Got admission in Ph.D. Department of Electrical & Computer Engineering at The University of Western Ontario, Canada" under Dr. L.F. Capret (I didn't pursue it due to family obligations).

Publications

https://orcid.org/0000-0003-3753-3778

13 Entries

2022

2020

  • Automated migration of EuGENia graphical editors to the webRani, F., Diez, P., Chavarriaga, E., Guerra, E. & De Lara, J., 16 Oct 2020, Proceedings - 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS-C 2020 - Companion Proceedings. Association for Computing Machinery, Inc, p. 500-506, 7 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution

2007

Logo Research Information System This information is provided by the FIS.

Presentations

Xinyu Wang, Fatima Rani, Zohra Charania, Lucas Vogt, and Prof. Leon Urbas. "Increasing energy efficiency for sustainable Development in production: The role of machine learning in the ecoKI project". 25. VDI-Kongress AUTOMATION 2024 AI beats Automation?, July 02-03, 2024, Baden Baden, Germany.

Fatima Rani, Xinyu Wang, Zohra Charania, Lucas Vogt, and Prof. Leon Urbas. "Scalable data pipeline: Ontology-based OPC UA data access for the industrial internet of things". 25. VDI-Kongress AUTOMATION 2024 AI beats Automation?, July 02-03, 2024, Baden Baden, Germany.

Fatima Rani, Dr. Valentin Khaydarov, and Prof. Leon Urbas. "Advancing with digitalization and AI for energy and cost efficiency for SMEs: ecoKI perspective". In the Annual Meeting of the ProcessNet specialist group “Process, Apparatus and Plant Technology” (PAAT), November 20-21, 2023, Frankfurt am Main, Germany.

Fatima Rani, Xinyu Wang, Ilhan Mutlu and Prof. Leon Urbas. "A Centralized MongoDB-Based Repository Design for IIoT Data: The ecoKI Project."  The 22nd World Congress of the International Federation of Automatic Control (IFAC World Congress 2023), July 8-14, 2023, Yokohama, Japan.

Fatima Rani, Dr. Valentin Khaydarov, Dennis Bode, Dr. Ilhan Mutlu and Prof. Leon Urbas.  "MLOps practice: Overcoming the energy efficiency gap, empirical support through
ecoKI platform in the case of German SMEs."  In Protection, Automation & Control, World Global Conference (PAC), June 26-29, 2023, Glasgow, Scotland.

Xinyu Wang, İlhan Mutlu, Fatima Rani, Lucas Drowatzky, and Prof. Leon Urbas. "A Comparative Study to Evaluate the Performance of Communication Protocols for Process Industry." In 32nd International Telecommunication Networks and Applications Conference (ITNAC), Nov 30- Dec 02, 2022, Wellington, New Zealand.

Fatima Rani, Pablo Diez, Enrique Chavarriaga, Esther Guerra, and Juan de Lara. "Automated migration of eugenia graphical editors to the web." In Proceedings of the 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings (MODELS), October 16-23, 2020, Virtual Event, Montreal, Canada.

Invited Talks

Teaching

About this page

Fatima Rani
Last modified: Jul 24, 2024